ChatGPT for Conversational AI and Chatbots by Adrian Thompson

Author:Adrian Thompson
Language: eng
Format: epub
Publisher: Packt Publishing Pvt. Ltd.
Published: 2024-07-08T00:00:00+00:00

Runnable protocol

LCEL’s Runnable protocol is important for custom chain creation. LCEL employs a “Runnable” protocol to streamline the development of custom chains.

The Runnable protocol in LCEL is designed to make it easier to build and use custom processing chains. In simple terms, it’s like a set of rules or guidelines that helps in organizing how these chains are created and run. This protocol includes specific methods for tasks such as streaming data and processing in batches, along with their advanced versions for more complex operations. The main purposes of this protocol are as follows:

Standardization: It creates a uniform way to define and use different parts of a system. This means that no matter what component you’re dealing with (such as a model or a tool), you use the same set of rules to work with it.

Flexibility: By having a standard approach, it becomes easier to mix and match different components. You can plug different parts into your chain, and they’ll work together smoothly.

Clarity: It provides clear guidelines on what kind of data goes into and comes out of each component. This helps in understanding and inspecting how each part of the system functions.

Efficiency: It streamlines the process of building and modifying chains, saving time, and reducing the likelihood of errors.

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